Getting Started with Text Processing Word Frequency Term Frequency – Inverse Document Frequency Stemming Sentiment Analysis NGram Linguistic Analysis Text Analytics Speech
Machine Learning Creating an Experiment Creating a Regression Model Creating a Classification Model Creating a Classification Model Publishing a Predictive Web Service Consuming a Predictive Web Service
Un MOOC de Microsoft sur la plate-forme edX Welcome to DAT263x: Introduction to Artificial Intelligence. We’re glad to have you join us to learn about this exciting subject, and we hope you have an enriching and engaging learning experience. Introduction Machine Learning Language and Communication Computer Vision Conversation as a Platform Learning More What […]
There are several ways to run CNTK for the lab exercises / homework assignments in the course. These include: Option #1: Installing CNTK on your local machine Option #2: Using the Azure Notebooks service Option #3: Running CNTK on an Azure Virtual Machine J’ai choisi l’option #2 car la #1 nécessite un PC, la #3 […]
Ce MOOC est la plate-forme edX. Il est présenté par Microsoft. In Module 1, you’ll have a flavor of the different concepts getting introduced in the form of different application where deep learning is being used, and a high level modeling work flow that we will be using throughout the later modules. In Module 2, […]
TensorFlow is an open source software library for numerical computation using data flow graphs. The graph nodes represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) that flow between them. This flexible architecture lets you deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device […]
Torch is a scientific computing framework with wide support for machine learning algorithms that puts GPUs first. It is easy to use and efficient, thanks to an easy and fast scripting language, LuaJIT, and an underlying C/CUDA implementation.
CNTK est le Microsoft Cognitive Toolkit Présenté comme ceci The Microsoft Cognitive Toolkit (CNTK) is an open-source toolkit for commercial-grade distributed deep learning. It describes neural networks as a series of computational steps via a directed graph. CNTK allows the user to easily realize and combine popular model types such as feed-forward DNNs, convolutional neural […]